At some point, it becomes a pointless semantic game. It's clearly not Stalin-bad, but it's still pretty damn bad. There are solid reasons both to support and dispute the label of "police state".
To strive for accuracy, I'd go with "unaccountable oligarchy" or "faux-democratic tyrannical beauracracy". Not as punchy, admittedly. You could also call it "soft fascism".
Ultimately, we live in a new and unprecedented form of state power run wild, and while there are echoes of history, it's probably going to continue to unfold in a mostly unique way. There's no reason to forcibly apply the old labels any more than there is to call an airplane a "winged tank".